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Benchmarks
Regression on Synthetic two-feature data Square, n=300
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0.988
R^2 Mean
LightGBM, rel-s features
-1.00256
-0.48578
0.031
0.54778
Dec 8, 2025
R^2 Mean
R^2 Std Dev
Updated 4d ago
Evaluation Results
Method
Method
Links
R^2 Mean
R^2 Std Dev
LightGBM, rel-s features
Sample size (n)=300
2025.12
0.988
0.0024
NW + relations
Norm/Embedding Type=L2...
2025.12
0.9695
0.0061
NW + relations
Norm/Embedding Type=ML...
2025.12
0.9498
0.0097
NW + relations
Norm/Embedding Type=le...
2025.12
0.9349
0.016
TabRel
Sample size (n)=300
2025.12
0.8597
0.1396
NW, no rel-s info
Norm/Embedding Type=le...
2025.12
0.6365
0.0551
NW, no rel-s info
Norm/Embedding Type=L2...
2025.12
0.618
0.0596
LightGBM, no rel-s info
Sample size (n)=300
2025.12
0.6003
0.0702
NW, rel-s features
Sample size (n)=300
2025.12
-0.926
0.2373
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